Incendios

Column

Mapa de incendios Valle del Cauca

Brillo emitido por los incendios

Column

Mayores FRP desde 2002 to 2014
By EM Technology
MPIO_CNMBR FRP geometry
TULUÁ 732.9 c(-75.93, 4.08)
TULUÁ 700.7 c(-75.92, 4.08)
TULUÁ 309.5 c(-75.93, 4.05)
PALMIRA 296.5 c(-76.33, 3.55)
PALMIRA 294.9 c(-76.36, 3.56)
TULUÁ 284.1 c(-75.93, 4.06)
ANDALUCÍA 265.2 c(-76.2, 4.15)
PALMIRA 242.2 c(-76.35, 3.57)
CALI 237.5 c(-76.59, 3.45)
VIJES 236.1 c(-76.52, 3.75)
CARTAGO 236.0 c(-75.98, 4.72)
CALI 225.5 c(-76.61, 3.45)
GUADALAJARA DE BUGA 224.4 c(-75.89, 3.82)
PALMIRA 220.6 c(-76.34, 3.57)
BOLÍVAR 219.5 c(-76.2, 4.3)
PALMIRA 212.6 c(-76.37, 3.57)
FLORIDA 209.4 c(-76.09, 3.26)
TULUÁ 207.4 c(-75.93, 4.06)
SAN PEDRO 204.3 c(-76.3, 4)
BUGALAGRANDE 203.8 c(-76.19, 4.22)
GUADALAJARA DE BUGA 201.6 c(-76.1, 3.95)
PRADERA 201.2 c(-76.25, 3.47)
LA CUMBRE 197.9 c(-76.62, 3.76)
TULUÁ 196.9 c(-75.87, 4.01)
TULUÁ 196.5 c(-75.94, 4.05)
TULUÁ 193.1 c(-76.26, 4.09)
CAICEDONIA 190.9 c(-75.83, 4.38)
TULUÁ 186.5 c(-75.92, 4.04)
PALMIRA 184.4 c(-76.35, 3.58)
PRADERA 184.0 c(-76.25, 3.47)
DAGUA 182.4 c(-76.66, 3.74)
TULUÁ 181.8 c(-76.25, 4.07)
CARTAGO 178.5 c(-75.99, 4.73)
CARTAGO 173.5 c(-75.99, 4.73)
TULUÁ 170.6 c(-75.91, 4.09)
PALMIRA 164.7 c(-76.4, 3.47)
EL CERRITO 163.2 c(-76.33, 3.69)
TULUÁ 161.8 c(-76.26, 4.08)
PALMIRA 159.9 c(-76.44, 3.47)
CANDELARIA 159.6 c(-76.45, 3.38)
PRADERA 158.7 c(-76.14, 3.43)
EL CERRITO 158.0 c(-76.26, 3.67)
PRADERA 156.9 c(-76.25, 3.37)
EL CERRITO 155.9 c(-76.27, 3.67)
GUADALAJARA DE BUGA 154.3 c(-76.33, 3.8)
FLORIDA 153.3 c(-76.27, 3.31)
CARTAGO 152.7 c(-76, 4.69)
CALI 150.7 c(-76.6, 3.46)
GUADALAJARA DE BUGA 150.3 c(-76.36, 3.8)
FLORIDA 149.8 c(-76.08, 3.25)
CARTAGO 147.6 c(-75.98, 4.72)
TULUÁ 147.0 c(-75.88, 4.02)
CANDELARIA 145.4 c(-76.42, 3.34)
PRADERA 145.2 c(-76.33, 3.39)
CARTAGO 144.1 c(-76, 4.69)
GUACARÍ 142.6 c(-76.27, 3.79)
OBANDO 141.8 c(-75.96, 4.63)
PALMIRA 141.7 c(-76.39, 3.58)
SEVILLA 140.3 c(-75.85, 4.02)
TULUÁ 140.0 c(-75.95, 4.04)
PRADERA 139.0 c(-76.29, 3.45)
TULUÁ 137.5 c(-76.29, 4.05)
OBANDO 137.2 c(-75.99, 4.6)
CALI 136.5 c(-76.6, 3.46)
PALMIRA 136.1 c(-76.35, 3.57)
GUADALAJARA DE BUGA 135.4 c(-76.3, 3.96)
PALMIRA 134.9 c(-76.43, 3.47)
EL CERRITO 134.7 c(-76.4, 3.68)
CARTAGO 132.5 c(-75.93, 4.67)
PALMIRA 132.5 c(-76.37, 3.57)
TULUÁ 132.5 c(-76.25, 4.07)
TULUÁ 132.3 c(-75.92, 4.04)
CANDELARIA 131.8 c(-76.45, 3.45)
SAN PEDRO 131.3 c(-76.24, 4.03)
YUMBO 131.1 c(-76.48, 3.61)
LA VICTORIA 131.0 c(-76.05, 4.51)
OBANDO 129.0 c(-76.02, 4.64)
GUADALAJARA DE BUGA 128.9 c(-76.36, 3.82)
GINEBRA 128.6 c(-76.29, 3.72)
PALMIRA 128.4 c(-76.01, 3.56)
PALMIRA 127.9 c(-76.33, 3.59)
CANDELARIA 127.1 c(-76.32, 3.32)
PALMIRA 126.4 c(-75.99, 3.57)
ROLDANILLO 125.4 c(-76.1, 4.44)
CANDELARIA 125.0 c(-76.32, 3.32)
CARTAGO 124.5 c(-75.98, 4.72)
LA VICTORIA 124.1 c(-76.05, 4.51)
CALI 123.9 c(-76.56, 3.29)
RIOFRÍO 123.9 c(-76.27, 4.13)
LA UNIÓN 123.8 c(-76.07, 4.5)
LA CUMBRE 123.6 c(-76.63, 3.77)
CALI 123.4 c(-76.58, 3.35)
PRADERA 122.2 c(-76.25, 3.38)
CANDELARIA 121.6 c(-76.38, 3.36)
SAN PEDRO 121.4 c(-76.27, 4.01)
CANDELARIA 119.9 c(-76.4, 3.42)
EL CERRITO 119.5 c(-76.3, 3.67)
TORO 119.4 c(-76.05, 4.6)
GUACARÍ 118.8 c(-76.27, 3.79)
PALMIRA 118.8 c(-76.37, 3.62)
ANSERMANUEVO 118.4 c(-76.01, 4.71)
GUADALAJARA DE BUGA 118.2 c(-75.9, 3.84)
PRADERA 117.7 c(-76.21, 3.36)
PALMIRA 117.2 c(-76.34, 3.57)
EL CERRITO 117.1 c(-76.41, 3.69)
CANDELARIA 117.0 c(-76.3, 3.46)
CANDELARIA 116.9 c(-76.44, 3.42)
CANDELARIA 116.8 c(-76.43, 3.43)
PRADERA 116.0 c(-76.28, 3.44)
RIOFRÍO 115.4 c(-76.32, 4.08)
PALMIRA 115.1 c(-76.33, 3.58)
EL CERRITO 114.3 c(-76.36, 3.62)
TULUÁ 114.1 c(-76.27, 4.05)
CARTAGO 112.9 c(-75.93, 4.68)
VIJES 112.7 c(-76.52, 3.75)
ROLDANILLO 112.4 c(-76.1, 4.47)
OBANDO 112.0 c(-76.01, 4.59)
CARTAGO 111.6 c(-75.97, 4.72)
PALMIRA 110.5 c(-76.21, 3.61)
GUACARÍ 110.0 c(-76.37, 3.78)
PALMIRA 110.0 c(-76.37, 3.6)
PRADERA 110.0 c(-76.27, 3.47)
SAN PEDRO 110.0 c(-76.25, 4.03)
PRADERA 109.7 c(-76.25, 3.46)
GUADALAJARA DE BUGA 109.6 c(-75.9, 3.83)
GUADALAJARA DE BUGA 109.2 c(-76.34, 3.81)
CARTAGO 109.0 c(-75.98, 4.72)
RIOFRÍO 109.0 c(-76.28, 4.14)
PALMIRA 108.1 c(-76.26, 3.59)
CANDELARIA 107.7 c(-76.35, 3.38)
PRADERA 107.2 c(-76.3, 3.41)
CARTAGO 106.8 c(-75.93, 4.67)
YOTOCO 106.5 c(-76.38, 3.81)
LA UNIÓN 106.1 c(-76.07, 4.55)
LA VICTORIA 105.4 c(-75.92, 4.47)
ROLDANILLO 104.8 c(-76.1, 4.46)
GUACARÍ 104.7 c(-76.29, 3.78)
CARTAGO 104.6 c(-75.99, 4.71)
CARTAGO 103.7 c(-75.96, 4.71)
OBANDO 103.4 c(-76.01, 4.58)
OBANDO 103.3 c(-75.99, 4.66)
TORO 103.2 c(-76.06, 4.6)
PALMIRA 103.0 c(-76.01, 3.56)
PALMIRA 102.8 c(-76.42, 3.51)
PRADERA 102.4 c(-76.28, 3.45)
CANDELARIA 101.9 c(-76.33, 3.35)
TULUÁ 101.9 c(-76.27, 4.05)
PALMIRA 100.9 c(-76.34, 3.58)
TORO 100.9 c(-76.03, 4.68)
CANDELARIA 100.7 c(-76.32, 3.42)
GUACARÍ 100.7 c(-76.34, 3.72)
PRADERA 99.9 c(-76.32, 3.39)
CANDELARIA 99.5 c(-76.36, 3.44)
PALMIRA 99.3 c(-76.44, 3.47)
DAGUA 98.5 c(-76.68, 3.54)
CANDELARIA 97.7 c(-76.3, 3.46)
CARTAGO 97.1 c(-76, 4.7)
GUADALAJARA DE BUGA 96.7 c(-76.32, 3.81)
TULUÁ 96.3 c(-76.25, 4.04)
PALMIRA 96.2 c(-76.37, 3.52)
ROLDANILLO 95.8 c(-76.11, 4.47)
TULUÁ 95.3 c(-76.28, 4.1)
TULUÁ 95.2 c(-76.28, 4.09)
CANDELARIA 94.8 c(-76.38, 3.36)
SAN PEDRO 94.5 c(-76.28, 4)
TULUÁ 94.5 c(-76.24, 4.15)
RESTREPO 94.4 c(-76.54, 3.77)
PALMIRA 94.2 c(-76.43, 3.62)
PALMIRA 93.3 c(-76.27, 3.59)
CAICEDONIA 93.0 c(-75.84, 4.4)
CANDELARIA 93.0 c(-76.4, 3.4)
GUACARÍ 93.0 c(-76.36, 3.78)
ZARZAL 93.0 c(-76.12, 4.37)
FLORIDA 92.5 c(-76.27, 3.3)
GUACARÍ 92.4 c(-76.38, 3.79)
CANDELARIA 92.3 c(-76.33, 3.32)
YOTOCO 92.3 c(-76.38, 3.89)
PALMIRA 92.1 c(-76.28, 3.59)
PALMIRA 92.1 c(-76.45, 3.63)
SAN PEDRO 92.0 c(-76.3, 4.04)
BUGALAGRANDE 90.9 c(-76.18, 4.23)
OBANDO 90.6 c(-75.99, 4.57)
TULUÁ 90.5 c(-76.24, 4.07)
TULUÁ 89.8 c(-75.92, 4.05)
GINEBRA 89.4 c(-76.26, 3.75)
TULUÁ 89.0 c(-76.23, 4.12)
CAICEDONIA 88.8 c(-75.84, 4.4)
EL DOVIO 88.5 c(-76.3, 4.57)
CARTAGO 88.2 c(-75.97, 4.69)
BUGALAGRANDE 87.4 c(-76.15, 4.29)
CANDELARIA 87.4 c(-76.32, 3.43)
ZARZAL 86.9 c(-76.12, 4.35)
PALMIRA 86.7 c(-76.36, 3.61)
GUADALAJARA DE BUGA 86.6 c(-76.36, 3.8)
PALMIRA 86.6 c(-76.38, 3.62)
PALMIRA 86.3 c(-76.23, 3.61)
SAN PEDRO 86.2 c(-76.29, 4.02)
PALMIRA 86.0 c(-76.35, 3.55)
CANDELARIA 84.7 c(-76.4, 3.31)
PALMIRA 84.6 c(-76.4, 3.47)
TORO 83.8 c(-76.02, 4.67)
SAN PEDRO 83.6 c(-76.28, 4.01)
LA UNIÓN 83.6 c(-76.07, 4.54)
FLORIDA 83.5 c(-76.31, 3.3)
PALMIRA 83.4 c(-76.34, 3.48)
EL CERRITO 83.2 c(-76.34, 3.71)
SAN PEDRO 83.0 c(-76.28, 4.04)
TULUÁ 82.9 c(-76.29, 4.08)
GUADALAJARA DE BUGA 82.7 c(-76.31, 3.95)
PALMIRA 82.7 c(-76.4, 3.65)
TULUÁ 82.6 c(-75.99, 3.91)
SAN PEDRO 82.4 c(-76.26, 4)
GUADALAJARA DE BUGA 82.1 c(-75.91, 3.83)
CARTAGO 82.1 c(-75.94, 4.68)
CANDELARIA 82.0 c(-76.39, 3.35)
OBANDO 81.8 c(-75.95, 4.65)
PRADERA 81.8 c(-76.28, 3.47)
SAN PEDRO 81.7 c(-76.29, 4.01)
ZARZAL 81.4 c(-76.09, 4.38)
CANDELARIA 81.2 c(-76.44, 3.43)
GUACARÍ 80.7 c(-76.34, 3.72)
TULUÁ 80.3 c(-75.95, 4.06)
OBANDO 80.0 c(-75.98, 4.64)
EL CERRITO 79.9 c(-76.3, 3.62)
PALMIRA 79.9 c(-76.33, 3.54)
PALMIRA 79.9 c(-76.37, 3.58)
PALMIRA 79.7 c(-76.36, 3.61)
PALMIRA 79.5 c(-76.19, 3.61)
YOTOCO 79.4 c(-76.35, 3.98)
FLORIDA 79.1 c(-76.31, 3.31)
CANDELARIA 79.0 c(-76.44, 3.38)
PALMIRA 78.9 c(-76.29, 3.6)
PALMIRA 78.8 c(-76.37, 3.62)
ROLDANILLO 78.5 c(-76.1, 4.43)
OBANDO 78.3 c(-75.94, 4.63)
FLORIDA 78.2 c(-76.31, 3.31)
OBANDO 78.2 c(-75.99, 4.6)
CARTAGO 77.9 c(-75.99, 4.67)
PRADERA 77.9 c(-76.27, 3.45)
ZARZAL 77.6 c(-76.07, 4.42)
ANDALUCÍA 76.4 c(-76.23, 4.2)
BUGALAGRANDE 76.3 c(-76.22, 4.21)
PALMIRA 76.2 c(-76.33, 3.48)
SAN PEDRO 76.0 c(-76.17, 3.98)
TORO 75.5 c(-76.04, 4.66)
CALI 75.2 c(-76.63, 3.44)
FLORIDA 75.2 c(-76.31, 3.33)
GUACARÍ 75.2 c(-76.31, 3.8)
CANDELARIA 75.1 c(-76.32, 3.36)
PALMIRA 74.6 c(-76.44, 3.57)
ROLDANILLO 74.5 c(-76.15, 4.43)
ROLDANILLO 74.4 c(-76.11, 4.47)
GUADALAJARA DE BUGA 74.3 c(-75.89, 3.83)
FLORIDA 74.3 c(-76.25, 3.31)
PRADERA 74.3 c(-76.25, 3.48)
EL CERRITO 74.2 c(-76.36, 3.62)
EL CERRITO 74.1 c(-76.38, 3.69)
TULUÁ 74.1 c(-76.23, 4.07)
PALMIRA 73.9 c(-76.36, 3.6)
PALMIRA 73.9 c(-76.05, 3.64)
VIJES 73.9 c(-76.43, 3.71)
CANDELARIA 73.7 c(-76.38, 3.43)
OBANDO 73.7 c(-75.94, 4.65)
PALMIRA 73.6 c(-76.35, 3.61)
OBANDO 73.2 c(-76.02, 4.65)
JAMUNDÍ 73.2 c(-76.53, 3.14)
PALMIRA 73.0 c(-76.45, 3.52)
CANDELARIA 72.5 c(-76.35, 3.32)
CARTAGO 72.1 c(-75.99, 4.71)
ROLDANILLO 72.1 c(-76.16, 4.43)
YOTOCO 72.0 c(-76.39, 3.81)
PRADERA 71.9 c(-76.3, 3.42)
JAMUNDÍ 71.9 c(-76.56, 3.2)
BUGALAGRANDE 71.8 c(-76.17, 4.3)
TULUÁ 71.7 c(-76.29, 4.07)
SAN PEDRO 71.5 c(-76.28, 4.02)
BUGALAGRANDE 71.3 c(-76.16, 4.22)
CANDELARIA 71.0 c(-76.3, 3.45)
PALMIRA 71.0 c(-76.3, 3.48)
PALMIRA 70.9 c(-76.25, 3.5)
PALMIRA 70.7 c(-76.34, 3.57)
SAN PEDRO 70.6 c(-76.24, 4.02)
CANDELARIA 70.5 c(-76.37, 3.32)
DAGUA 70.5 c(-76.67, 3.74)
GUADALAJARA DE BUGA 70.3 c(-76.31, 3.93)
CANDELARIA 70.3 c(-76.37, 3.42)
OBANDO 70.3 c(-75.99, 4.61)
ANDALUCÍA 70.2 c(-76.19, 4.16)
ZARZAL 70.2 c(-76.04, 4.38)
PALMIRA 70.1 c(-76.35, 3.54)
LA VICTORIA 70.1 c(-76.03, 4.51)
CANDELARIA 69.9 c(-76.39, 3.35)
PRADERA 69.9 c(-76.24, 3.46)
CANDELARIA 69.8 c(-76.41, 3.35)
OBANDO 69.8 c(-75.99, 4.6)
BUGALAGRANDE 69.7 c(-76.16, 4.21)
BUGALAGRANDE 69.7 c(-76.13, 4.25)
PALMIRA 69.7 c(-76.44, 3.64)
PALMIRA 69.5 c(-76.27, 3.52)
CANDELARIA 69.2 c(-76.37, 3.34)
TULUÁ 69.2 c(-76.27, 4.07)
TULUÁ 69.0 c(-75.92, 4.04)
PRADERA 68.9 c(-76.27, 3.45)
GUADALAJARA DE BUGA 68.8 c(-76.31, 3.94)
ZARZAL 68.8 c(-76.09, 4.42)
PALMIRA 68.7 c(-76.33, 3.46)
LA VICTORIA 68.6 c(-76.02, 4.46)
LA VICTORIA 68.6 c(-75.9, 4.47)
GUADALAJARA DE BUGA 68.3 c(-76.31, 3.81)
PALMIRA 68.2 c(-76.36, 3.6)
CANDELARIA 68.0 c(-76.38, 3.38)
PALMIRA 67.9 c(-76.41, 3.56)
JAMUNDÍ 67.8 c(-76.63, 3.15)
FLORIDA 67.7 c(-76.3, 3.36)
PALMIRA 67.7 c(-76.45, 3.61)
JAMUNDÍ 67.7 c(-76.57, 3.14)
PALMIRA 67.5 c(-76.44, 3.57)
TULUÁ 67.5 c(-75.93, 4.04)
CANDELARIA 66.9 c(-76.44, 3.42)
CANDELARIA 66.5 c(-76.42, 3.41)
FLORIDA 66.5 c(-76.26, 3.31)
PALMIRA 66.4 c(-76.37, 3.63)
ANDALUCÍA 66.3 c(-76.2, 4.15)
BUGALAGRANDE 66.3 c(-76.18, 4.28)
PALMIRA 66.2 c(-76.3, 3.48)
SEVILLA 65.9 c(-75.85, 4.05)
OBANDO 65.8 c(-76, 4.62)
PALMIRA 65.6 c(-76.38, 3.52)
GINEBRA 65.5 c(-76.3, 3.75)
PALMIRA 65.3 c(-76.34, 3.57)
ZARZAL 65.2 c(-76.13, 4.35)
ANDALUCÍA 65.1 c(-76.19, 4.16)
PALMIRA 65.1 c(-76.45, 3.46)
PALMIRA 65.1 c(-76.41, 3.6)
JAMUNDÍ 65.1 c(-76.56, 3.14)
BUGALAGRANDE 65.0 c(-76.19, 4.25)
YUMBO 65.0 c(-76.52, 3.64)
DAGUA 65.0 c(-76.65, 3.75)
CANDELARIA 64.8 c(-76.4, 3.35)
CANDELARIA 64.8 c(-76.4, 3.44)
FLORIDA 64.7 c(-76.26, 3.33)
GUADALAJARA DE BUGA 64.6 c(-76.36, 3.81)
GUADALAJARA DE BUGA 64.6 c(-76.37, 3.82)
CANDELARIA 64.5 c(-76.43, 3.32)
CANDELARIA 64.4 c(-76.44, 3.41)
FLORIDA 64.2 c(-76.22, 3.32)
CANDELARIA 64.0 c(-76.34, 3.32)
CANDELARIA 64.0 c(-76.33, 3.36)
FLORIDA 63.9 c(-76.22, 3.34)
YUMBO 63.9 c(-76.49, 3.66)
ANSERMANUEVO 63.8 c(-76, 4.73)
ANDALUCÍA 63.7 c(-76.22, 4.2)
RIOFRÍO 63.7 c(-76.35, 4.07)
GUACARÍ 63.6 c(-76.37, 3.75)
SAN PEDRO 63.6 c(-76.17, 3.98)
DAGUA 63.6 c(-76.68, 3.62)
PALMIRA 63.5 c(-76.31, 3.49)
PALMIRA 63.5 c(-76.35, 3.59)
CARTAGO 63.4 c(-75.98, 4.71)
OBANDO 63.4 c(-75.98, 4.59)
FLORIDA 63.1 c(-76.31, 3.29)
BUGALAGRANDE 63.0 c(-76.16, 4.28)
PALMIRA 63.0 c(-76.35, 3.53)
ROLDANILLO 63.0 c(-76.09, 4.44)
PALMIRA 62.8 c(-76.34, 3.59)
CANDELARIA 62.6 c(-76.41, 3.45)
ROLDANILLO 62.6 c(-76.1, 4.47)
EL CERRITO 62.0 c(-76.35, 3.66)
TULUÁ 61.9 c(-76.22, 4.07)
PALMIRA 61.7 c(-76.41, 3.56)
CANDELARIA 61.6 c(-76.34, 3.43)
FLORIDA 61.4 c(-76.24, 3.29)
PRADERA 61.4 c(-76.3, 3.41)
LA VICTORIA 61.3 c(-76.03, 4.51)
CARTAGO 61.1 c(-75.93, 4.76)
PALMIRA 61.0 c(-76.38, 3.63)
GUADALAJARA DE BUGA 60.9 c(-76.33, 3.89)
PALMIRA 60.9 c(-76.3, 3.57)
BUGALAGRANDE 60.8 c(-76.18, 4.3)
CANDELARIA 60.8 c(-76.38, 3.31)
JAMUNDÍ 60.8 c(-76.52, 3.18)
CANDELARIA 60.7 c(-76.4, 3.36)
PALMIRA 60.6 c(-76.47, 3.5)
TULUÁ 60.4 c(-76.26, 4.05)
LA UNIÓN 60.4 c(-76.04, 4.56)
ROLDANILLO 60.3 c(-76.09, 4.44)
ROLDANILLO 60.1 c(-76.07, 4.45)
GUADALAJARA DE BUGA 60.0 c(-76.32, 3.8)
LA VICTORIA 59.9 c(-76.01, 4.47)
EL CERRITO 59.8 c(-76.23, 3.65)
OBANDO 59.8 c(-75.95, 4.64)
OBANDO 59.6 c(-75.96, 4.63)
CARTAGO 59.5 c(-75.95, 4.71)
FLORIDA 59.5 c(-76.32, 3.3)
GUADALAJARA DE BUGA 59.3 c(-76.02, 3.82)
PALMIRA 59.3 c(-76.32, 3.58)
ROLDANILLO 59.2 c(-76.09, 4.46)
TULUÁ 59.2 c(-76.21, 4.04)
ZARZAL 59.1 c(-76.07, 4.37)
FLORIDA 59.0 c(-76.28, 3.33)
PALMIRA 58.9 c(-76.26, 3.49)
PALMIRA 58.9 c(-76.39, 3.5)
PALMIRA 58.9 c(-76.43, 3.65)
LA UNIÓN 58.8 c(-76.05, 4.52)
PALMIRA 58.6 c(-76.1, 3.61)
CANDELARIA 58.5 c(-76.4, 3.43)
PRADERA 58.5 c(-76.29, 3.38)
ZARZAL 58.5 c(-76.13, 4.32)
CANDELARIA 58.4 c(-76.33, 3.35)
PALMIRA 58.4 c(-76.37, 3.58)
RIOFRÍO 58.4 c(-76.25, 4.15)
OBANDO 58.3 c(-76.01, 4.65)
PALMIRA 58.2 c(-76.25, 3.62)
CANDELARIA 58.1 c(-76.31, 3.45)
PALMIRA 58.1 c(-76.32, 3.53)
BUGALAGRANDE 58.0 c(-76.19, 4.23)
CANDELARIA 58.0 c(-76.35, 3.39)
PALMIRA 58.0 c(-76.43, 3.47)
FLORIDA 57.5 c(-76.31, 3.35)
PRADERA 57.5 c(-76.27, 3.37)
TULUÁ 57.4 c(-76.13, 3.99)
JAMUNDÍ 57.4 c(-76.57, 3.15)
PALMIRA 57.3 c(-76.27, 3.49)
ZARZAL 57.3 c(-76.07, 4.38)
ANSERMANUEVO 57.2 c(-76, 4.74)
EL CERRITO 57.2 c(-76.28, 3.61)
TULUÁ 57.2 c(-76.26, 4.08)
PALMIRA 57.1 c(-76.33, 3.53)
PALMIRA 57.0 c(-76.43, 3.63)
BUGALAGRANDE 56.9 c(-76.18, 4.28)
OBANDO 56.9 c(-76, 4.65)
PRADERA 56.8 c(-76.26, 3.37)
CANDELARIA 56.6 c(-76.39, 3.42)
PALMIRA 56.6 c(-76.25, 3.55)
TORO 56.6 c(-76.03, 4.68)
GINEBRA 56.5 c(-76.22, 3.7)
CANDELARIA 56.3 c(-76.41, 3.45)
CARTAGO 56.2 c(-75.93, 4.76)
CALI 56.1 c(-76.5, 3.31)
CALI 56.1 c(-76.51, 3.38)
YUMBO 56.1 c(-76.46, 3.65)
CANDELARIA 56.0 c(-76.34, 3.36)
OBANDO 56.0 c(-76, 4.66)
TORO 55.9 c(-76.02, 4.67)
JAMUNDÍ 55.9 c(-76.63, 3.19)
EL CERRITO 55.8 c(-76.39, 3.71)
CALI 55.7 c(-76.56, 3.35)
CARTAGO 55.7 c(-75.98, 4.71)
JAMUNDÍ 55.7 c(-76.54, 3.13)
CARTAGO 55.3 c(-75.98, 4.72)
ZARZAL 55.3 c(-76.13, 4.38)
PALMIRA 55.2 c(-76.39, 3.49)
CANDELARIA 55.0 c(-76.39, 3.44)
FLORIDA 54.9 c(-76.22, 3.35)
ANDALUCÍA 54.8 c(-76.19, 4.19)
EL CERRITO 54.8 c(-76.39, 3.71)
PALMIRA 54.8 c(-76.44, 3.48)
CANDELARIA 54.6 c(-76.37, 3.39)
PALMIRA 54.4 c(-76.21, 3.61)
CALI 54.3 c(-76.49, 3.34)
CANDELARIA 54.3 c(-76.45, 3.45)
GUACARÍ 54.0 c(-76.31, 3.77)
PALMIRA 53.8 c(-76.35, 3.58)
BUGALAGRANDE 53.7 c(-76.22, 4.23)
CANDELARIA 53.5 c(-76.38, 3.43)
PALMIRA 53.5 c(-76.46, 3.52)
ROLDANILLO 53.5 c(-76.1, 4.44)
PRADERA 53.4 c(-76.11, 3.43)
PALMIRA 53.3 c(-76.27, 3.58)
ROLDANILLO 53.3 c(-76.11, 4.43)
TULUÁ 53.3 c(-76.28, 4.09)
CANDELARIA 53.2 c(-76.29, 3.46)
PALMIRA 53.1 c(-76.34, 3.58)
TORO 53.1 c(-76.03, 4.59)
TULUÁ 53.1 c(-76.3, 4.07)
OBANDO 52.9 c(-75.99, 4.59)
OBANDO 52.9 c(-75.99, 4.66)
ROLDANILLO 52.9 c(-76.13, 4.42)
CANDELARIA 52.8 c(-76.38, 3.42)
PALMIRA 52.7 c(-76.44, 3.51)
TULUÁ 52.7 c(-76.26, 4.08)
PALMIRA 52.6 c(-76.35, 3.52)
PALMIRA 52.6 c(-76.3, 3.54)
CARTAGO 52.5 c(-76.01, 4.68)
BUGALAGRANDE 52.4 c(-76.22, 4.23)
GUADALAJARA DE BUGA 52.2 c(-76.22, 3.89)
OBANDO 52.2 c(-75.95, 4.63)
PALMIRA 52.1 c(-76.35, 3.57)
PALMIRA 52.0 c(-76.37, 3.48)
PALMIRA 52.0 c(-76.39, 3.6)
GINEBRA 51.9 c(-76.29, 3.72)
PALMIRA 51.9 c(-76.39, 3.47)
CALI 51.8 c(-76.49, 3.34)
GUADALAJARA DE BUGA 51.8 c(-76.33, 3.9)
ZARZAL 51.8 c(-76.09, 4.42)
ROLDANILLO 51.6 c(-76.13, 4.42)
CANDELARIA 51.5 c(-76.38, 3.32)
PALMIRA 51.5 c(-76, 3.56)
PALMIRA 51.4 c(-76.42, 3.65)
TULUÁ 51.4 c(-75.96, 4.06)
PALMIRA 50.9 c(-76.43, 3.47)
ROLDANILLO 50.9 c(-76.1, 4.45)
ROLDANILLO 50.9 c(-76.09, 4.48)
TORO 50.9 c(-76.03, 4.63)
CANDELARIA 50.7 c(-76.4, 3.45)
PRADERA 50.7 c(-76.23, 3.38)
PRADERA 50.7 c(-76.28, 3.43)
ROLDANILLO 50.6 c(-76.1, 4.47)
GUADALAJARA DE BUGA 50.4 c(-75.93, 3.76)
TULUÁ 50.4 c(-75.91, 4.15)
YUMBO 50.4 c(-76.51, 3.54)
PALMIRA 50.3 c(-76.29, 3.59)
GUADALAJARA DE BUGA 50.2 c(-76.33, 3.91)
BUGALAGRANDE 50.1 c(-76.19, 4.25)
CANDELARIA 50.1 c(-76.33, 3.45)
GUACARÍ 50.1 c(-76.29, 3.76)
TULUÁ 50.1 c(-75.86, 4.01)
TULUÁ 50.1 c(-75.93, 4.03)
BUGALAGRANDE 50.0 c(-76.21, 4.22)
EL ÁGUILA 50.0 c(-76.03, 4.93)
ROLDANILLO 50.0 c(-76.12, 4.42)
---
title: "Seguimiento a especies y cultivos"
uthor: "EM Technology"

output: 
  flexdashboard::flex_dashboard:
    logo: "C:/Users/oscar/OneDrive - Ecopetrol S.A/EM AI Technology/Logos_ByTailorBrands/EM_logo_dashboard.jpg"
    orientation: columns
    vertical_layout: fill
    theme: yeti
    social: [ "X", "facebook", "linkedin", "Instagram" ]
    source_code: embed

---
<style>
 .navbar-inverse {
    background-color: #000000;
    border-color: #006687;
}
</style>

```{r, include=FALSE, warning=FALSE}
library(flexdashboard)
library(tidyverse)
library(highcharter)
library(gt)
library(htmltools)
library(viridis)
library(raster)
library(leaflegend)
library(stringr)
library(sf)
library(tidyverse)
library(gtools)
library(plotly)
library(leaflet)
library(foreign)
library(htmltools)
library(mapview)
library(leaflet.extras)
library(rworldxtra)
library(basemaps)
library(sp)
library(maps)
library(hrbrthemes)
library(readxl)
library(RColorBrewer)
library(classInt)
library(terra)
library(fs)
library(geosphere)
library(ggmap)
library(osrm)
library(R.utils)
library(ggmap)
library(lubridate)
library(rgbif)
library(ggspatial)
library(ggplot2)
library(rnaturalearth)
library(Hmisc)
library(tidytext)
library(patchwork) #dividir la ventana grafica para mostrar varios graficos
library(knitr)

```

```{r, warning=FALSE}
# importing dataset
fire <- read.dbf(file = "../CDMB/data/tablas_shapefile_incendios/Incendios_ValleCauca.dbf")

mpio <- st_read("../CDMB/data/archivos_shapefile/MGN2018_MPIO_POLITICO/MGN_MPIO_POLITICO.shp", quiet = TRUE)

vlle <- st_read("../CDMB/data_dashboard/vlle.shp", quiet = TRUE)
shpf <- st_read("../CDMB/data_dashboard/shpf.shp", quiet = TRUE)
icon <- icons("../CDMB/graficos/Icons/fire_v5.svg", iconWidth = 20, iconHeight = 20)
cffe <- st_read("../CDMB/data_dashboard/cffe.shp", quiet = TRUE)
fire_count <- read.csv("../CDMB/data_dashboard/fire_count.csv")
fire_count_top <- read.csv("../CDMB/data_dashboard/fire_count_top.csv")
fire_vlle <- st_read("../CDMB/data_dashboard/fire_vlle.shp", quiet = TRUE)
fire1 <- st_read("../CDMB/data_dashboard/fire1.shp", quiet = TRUE)
rsl <- st_read("../CDMB/data_dashboard/rsl.shp", quiet = TRUE)
varb <- read.csv("../CDMB/data_dashboard/varb.csv")


```

```{r, warning=FALSE, message=FALSE}
# Importing second data nicho ecologico
pnts <- read_csv("../CDMB/data/ext_valores_clima_archivo_ptos/bradypus.csv")

dpto <- shapefile("../CDMB/data/archivos_shapefile/MGN2018_DPTO_POLITICO/MGN_DPTO_POLITICO.shp", quiet = TRUE)

clmt <- list.files(path = "../CDMB/data/ext_valores_clima_archivo_ptos/WORLDCLIM_COLOMBIA/WORLDCLIM_COLOMBIA",
                   full.names = TRUE, pattern = ".tif$")
```

```{r, warning=FALSE}
# Load data cafe---------------------------------------------------------------
tble <- read_excel("../CDMB/data/mapa_con_shapefile_categorico/EVAgrícola_SIPRA_AGRONET_2020.xlsx")

wrld <- st_read("../CDMB/data/area_cosecha_cafe/all_countries/all_countries.shp", quiet = TRUE)

```


Incendios
================================================================================

Column {.tabset .tabset-fade data-width=650}
--------------------------------------------------------------------------------

### Mapa de incendios Valle del Cauca

```{r, warning=FALSE, message=FALSE}

shpf %>% 
  leaflet() %>% 
  addMarkers(
    icon = icon,
    popup = sprintf(paste0('FRP: ', as.character(shpf$FRP), ' - Fecha: ', as.character(shpf$ACQ_DATE)))
  ) %>% 
  addPolygons(
    data = vlle, 
    col = 'white', 
    fillOpacity = 0.1, 
    popup = sprintf(paste0('Municipio: ', vlle$MPIO_CNMBR))
  ) %>% 
  addControl(html = "<p><strong><em>Visualización de datos de NASA-FIRE para el Valle del Cauca</em></strong></p>",
             position = "topright")%>%
  addControl(html = "<p><strong><em>Autor: EM Technology</em></strong></p>",
             position = "bottomright") %>% 
  addResetMapButton() %>% 
  addLayersControl(baseGroups = c("Satellite", "OSM","Terrain","CartoDB","Terrain.ESRI", "Toner Lite","CartoDB.Positron","Toner","heatmap de Castaña"),
                   overlayGroups = c( "Bloques", "Inventario"),
                   position = "topright",
                   options = layersControlOptions(collapsed = T)) %>%
  addProviderTiles(provider = "Esri.WorldImagery", group = "Satelital") %>% 
  addProviderTiles(providers$OpenStreetMap, group = "OSM")%>%
  addProviderTiles(providers$Esri.WorldImagery, group = "Satellite")%>%
  addMiniMap(tiles = providers$Esri.WorldImagery,toggleDisplay = TRUE, position = "bottomleft")


```

### Brillo emitido por los incendios {data-height=600}

```{r, warning=FALSE}
custom_colors <- viridis::mako(n=15)

fire_vlle %>%
  group_by(MPIO_CNMBR) %>%
  summarise(brillo= sum(BRIGHTNESS)) %>%
  arrange(desc(brillo)) %>%
  head(15) %>%
  hchart('bar', hcaes(x = MPIO_CNMBR, y = brillo,color = custom_colors)) %>%   hc_add_theme(hc_theme_google()) %>% 
  hc_tooltip(pointFormat = '<b>Brillo: </b> {point.y} <br>') %>% 
  hc_title(text = 'Brillo emitido por los incendios Valle del Cauca 2002-2014',
           style = list(fontSize = '25px', fontWeight = 'bold')) %>% 
  hc_subtitle(text = 'By EM Technology',
              style = list(fontSize = '16px')) %>% 
  hc_credits(enabled = TRUE, text = 'EM Technology')

```

Column {data-width=350}
-----------------------------------------------------------------------

### {.no-padding}

```{r, warning=FALSE}

custom_colors <- viridis::mako(n=15)

fire_vlle %>% 
  group_by(MPIO_CNMBR) %>% 
  summarise(FRP = sum(FRP)) %>% 
  arrange(desc(FRP)) %>% 
  head(15) %>% 
  hchart('column', hcaes(x = MPIO_CNMBR, y = FRP,color = custom_colors)) %>%   hc_add_theme(hc_theme_google()) %>% 
  hc_tooltip(pointFormat = '<b>kJ/m/s: </b> {point.y} <br>') %>% 
  hc_title(text = 'FRP incendios Valle del Cauca 2002 to 2014',
           style = list(fontSize = '25px', fontWeight = 'bold')) %>% 
  hc_subtitle(text = 'By kJ/m/s',
              style = list(fontSize = '16px')) %>% 
  hc_credits(enabled = TRUE, text = 'EM Technology')

```


### {.no-padding}

```{r, warning=FALSE}

# Create HTML table
# HTML table
div(style = 'height:600px; overflow-y:scroll', gt(fire1) %>% 
      tab_header(title = md('Mayores FRP desde 2002 to 2014'),
                 subtitle = md('By EM Technology')) %>% 
      opt_table_font(font = list(google_font('Chivo'), default_fonts())) %>% 
      tab_style(location = cells_column_labels(columns = everything()),
                style = list(cell_borders(sides = 'bottom', 
                                          weight = px(2)), 
                             cell_text(weight = 'bold'))) %>% 
      tab_options(table.font.size = px(12L),
                  table.border.top.style = 'none',
                  column_labels.border.bottom.width = 2,
                  table_body.border.top.style = 'none',
                  data_row.padding = px(3)))

```